Affect in Human-Robot Interaction
نویسندگان
چکیده
More and more, robots are expected to interact with humans in a social, easily understandable manner, which presupposes effective use of robot affect. This chapter provides a brief overview of research advances into this important aspect of human-robot interaction. Keywords: human-robot interaction, affective robotics, robot behavior I. Introduction and Motivation Humans possess an amazing capability of attributing life and affect to inanimate objects (Reeves and Nass 96, Melson et al 09). Robots take this to the next level, even beyond that of virtual characters due to their embodiment and situatedness. They offer the opportunity for people to bond with them by maintaining a physical presence in their world, in some ways comparable to other beings, such as fellow humans and pets. This raises a broad range of questions in terms of the role of affect in human-robot interaction (HRI), which will be discussed in this article: • What is the role of affect for a robot and in what ways can it add value and risk to humanrobot relationships? Can robots be companions, friends, even intimates to people? • Is it necessary for a robot to actually experience emotion in order to convey its internal state to a person? Is emotion important in enhancing HRI and if so when and where? • What approaches, theories, representations, and experimental methods inform affective HRI research? I.1 Roles of emotion in robotics There exist at least two different roles for emotion in robotic systems. The first, which will only be briefly discussed, is to serve as an adaptive function that increases the probability of correct behavior, some of which may relate to survival of an agent (human or robotic) in its environment. The second is for the benefit of the human when interacting with a robot by providing a means and mechanism for increasing the bandwidth in communication using nonverbal methods to create a more effective and stronger relationship between artifact and person. I.1.1 Adaptive behavior for survival Moravec (1988) notes that humans may even perceive emotions in robots even without deliberately modeling them: for example, if a robot backs away from a staircase it might be interpreted as a fear of falling by a person observing. Braitenberg (1984), using a series of Gedanken (thought) experiments, also demonstrates that vehicles can exhibit love, fear, and aggression that is attributed to them solely by virtue of human observation. These perceived emotions are likely to attune the robot more closely to its environment and thus enhance its survivability, but are not geared expressly for human-robot interaction. People have a natural propensity to anthropomorphize artifacts (Reeves and Nass 1996) even if there was no deliberate intent by the designer to do so. I.1.2 Human-‐robot interaction Many other researchers, some of which are discussed in more detail below, have chosen to deliberately embed explicit models of affect into robots, with the express purpose of enhancing the relationship between the human and robot, and in some cases with the explicit goal of fostering a strong attachment by a person to the artifact. The underlying goal here is to produce a robotic platform that can be a friend or even a life-long companion to a human (Arkin et al 2003), and in some cases even approach the possibility of intimate human-robot relations (Levy 2008). I.2 Definitions in Context Definitions for nebulous affective terms such as emotions can be debated ad infinitum (Arkin 05). This volume undoubtedly addresses this in other chapters. We should note, however, we take a solipsist stance, i.e., that robots do not need to experience affective phenomena in the same way as humans do or even at all, in order for them to be perceived as possessing them. So no claim is made that the robot actually experiences emotions, but rather that the goal of affective human-robot interaction is to convey the perception to a person that it does. While this may be unsatisfying to a philosopher, it is a pragmatic solution to the roboticist, where affect lies in the eye of the beholder. I.3 A few short exemplars In order to carry out this illusion, many psychological models of human affect have been explored. Two examples that have had commercial success are described.
منابع مشابه
An Experimental Study on Blinking and Eye Movement Detection via EEG Signals for Human-Robot Interaction Purposes Based on a Spherical 2-DOF Parallel Robot
Blinking and eye movement are one of the most important abilities that most people have, even people with spinal cord problem. By using this ability these people could handle some of their activities such as moving their wheelchair without the help of others. One of the most important fields in Human-Robot Interaction is the development of artificial limbs working with brain signals. The purpos...
متن کاملDesign and development of ShrewdShoe, a smart pressure sensitive wearable platform
This study introduces a wearable in-shoe system for real-time monitoring and measurement of the plantar pressure distribution of the foot using eleven sensing elements. The sensing elements utilized in ShrewdShoe have been designed in an innovative way, they are based on a barometric pressure sensor covered with a silicon coating. The presented sensing element has great linearity up to 300...
متن کاملKinematic and Dynamic Analysis of Tripteron, an Over-constrained 3-DOF Translational Parallel Manipulator, Through Newton-Euler Approach
In this research, as the main contribution, a comprehensive study is carried out on the mathematical modeling and analysis of the inverse kinematics and dynamics of an over-constraint three translational degree-of-freedom parallel manipulator. Due to the inconsistency between the number of equations and unknowns, the problem of obtaining the constraint forces and torques of an over-constraint m...
متن کاملWorkspace Boundary Avoidance in Robot Teaching by Demonstration Using Fuzzy Impedance Control
The present paper investigates an intuitive way of robot path planning, called robot teaching by demonstration. In this method, an operator holds the robot end-effector and moves it through a number of positions and orientations in order to teach it a desired task. The presented control architecture applies impedance control in such a way that the end-effector follows the operator’s hand with d...
متن کاملToward Affective Cognitive Robots for Human-Robot Interaction
We present an architecture for complex affective robots for human-robot interaction. After describing our rationale for using affect as a means of “architectural integration”, we give a quick conceptual example of how affect can play an organizational role in a complex agent and then describe our proposed affective architecture, its functionality and implementation, and results from experimenta...
متن کاملYou Look Human, But Act Like a Machine: Agent Appearance and Behavior Modulate Different Aspects of Human–Robot Interaction
Gaze following occurs automatically in social interactions, but the degree to which gaze is followed depends on whether an agent is perceived to have a mind, making its behavior socially more relevant for the interaction. Mind perception also modulates the attitudes we have toward others, and determines the degree of empathy, prosociality, and morality invested in social interactions. Seeing mi...
متن کامل